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  • Exploratory Data Analysis

Exploratory Data Analysis Courses

Exploratory Data Analysis courses can help you learn data visualization techniques, statistical summaries, and data cleaning methods. You can build skills in identifying patterns, detecting anomalies, and interpreting results to inform decision-making. Many courses introduce tools like Python, R, and Tableau, which facilitate the analysis and presentation of data insights, allowing you to effectively communicate findings and support data-driven strategies.


Popular Exploratory Data Analysis Courses and Certifications


  • G

    Google Cloud

    KI-Modelle mit Cloud Run bereitstellen und skalieren

    Skills you'll gain: Model Deployment, Google Cloud Platform, Serverless Computing, Cloud Deployment, Generative AI, Data Storage Technologies, AI Enablement, Data Storage, Cloud Services, Cloud Storage, Artificial Intelligence, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • I

    Illinois Tech

    Hardware and Operating System Foundations

    Skills you'll gain: Operating System Administration, Linux Administration, Microsoft Windows, Command-Line Interface, Operating Systems, System Configuration, OS Process Management, System Programming, Information Technology, Network Administration

    4.6
    Rating, 4.6 out of 5 stars
    ·
    166 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Build and deploy a stroke prediction model using R

    Skills you'll gain: Feature Engineering, Model Evaluation, Predictive Modeling, Model Deployment, Predictive Analytics, R Programming, Data Analysis, Statistical Analysis, Data Cleansing, Applied Machine Learning, Data Manipulation, Tidyverse (R Package), Classification Algorithms, Risk Modeling, Data Preprocessing, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    30 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • B

    Board Infinity

    Brand Management with AI: Strategy to Execution

    Skills you'll gain: Brand Strategy, Brand Management, Branding, Storytelling, Brand Awareness, AI Personalization, Brand Loyalty, Predictive Analytics, Cross-Channel Marketing, Brand Marketing, Dashboard, Data Ethics, Responsible AI, Advanced Analytics, Market Intelligence, Marketing Strategies, Marketing Psychology, Advertising Campaigns, Marketing Automation, Marketing

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Predicción de Ventas Pronosticando Tendencias

    Skills you'll gain: Model Evaluation, Forecasting, Trend Analysis, Statistical Visualization, Spreadsheet Software, Predictive Analytics, Regression Analysis, Time Series Analysis and Forecasting, Data Visualization, Statistical Analysis, Plot (Graphics), Data-Driven Decision-Making, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    114 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Pentesting APIs

    Skills you'll gain: Secure Coding, API Testing, Application Programming Interface (API), Security Testing, Open Web Application Security Project (OWASP), Penetration Testing, Application Security, Restful API, Authentications, Personally Identifiable Information, Brute-force attacks, Security Engineering, Threat Modeling, Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Assessments, Exploitation techniques, Data Security, Business Logic, Authorization (Computing), Cybersecurity

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Develop Lead Tracking

    Skills you'll gain: Sales Process, B2B Sales, Sales Pipelines, Customer Relationship Management (CRM) Software, Lead Generation, Sales Management, Sales Strategy, HubSpot CRM, Customer Relationship Management, Data Quality, Data Cleansing, Data-Driven Decision-Making, AI Enablement, Data Maintenance, Forecasting

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Introduction to Applied Business Analytics

    Skills you'll gain: Business Analysis, Analytics, Data Preprocessing, Data Analysis, Data-Driven Decision-Making, Data Presentation, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    319 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Master Inventory System – Unity 6 & Blender

    Skills you'll gain: 3D Assets, Unity Engine, 3D Modeling, Video Game Development, User Interface (UI) Design, Debugging, Game Design, User Interface and User Experience (UI/UX) Design, Computer Graphic Techniques, Program Development, Computer Graphics, Interaction Design, Integration Testing, Animation and Game Design, Scripting, C# (Programming Language), Technical Design, Graphics Software, Object Oriented Programming (OOP), Data Mapping

    Intermediate · Specialization · 3 - 6 Months

  • I

    Illinois Tech

    Model Diagnostics and Remedial Measures

    Skills you'll gain: Model Evaluation, Data Validation, Regression Analysis, Exploratory Data Analysis, Plot (Graphics), Statistical Modeling, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Time Series Analysis and Forecasting, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Build AI Apps with Spring AI, OpenAI, Ollama & SpringBoot

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Tool Calling, Large Language Modeling, OpenAI API, LLM Application, Prompt Patterns, Multimodal Prompts, OpenAI, AI Orchestration, AI Enablement, Spring Framework, Generative AI, Image Analysis, Embeddings, Spring Boot, Vector Databases, JSON, Real Time Data

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Introduction to Python and Google Colab Fundamentals

    Skills you'll gain: Data Structures, Python Programming, Programming Principles, Computer Programming, Program Development, Object Oriented Programming (OOP), Scripting, Debugging, Scripting Languages, Algorithms, Functional Design

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular exploratory data analysis courses

  • KI-Modelle mit Cloud Run bereitstellen und skalieren: Google Cloud
  • Hardware and Operating System Foundations: Illinois Tech
  • Build and deploy a stroke prediction model using R: Coursera
  • Brand Management with AI: Strategy to Execution: Board Infinity
  • Predicción de Ventas Pronosticando Tendencias : Coursera
  • Pentesting APIs: Packt
  • Develop Lead Tracking: Coursera
  • Introduction to Applied Business Analytics: University of Illinois Urbana-Champaign
  • Master Inventory System – Unity 6 & Blender: Packt
  • Model Diagnostics and Remedial Measures: Illinois Tech

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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